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Comprehensive analysis of single cell RNAseq and spatial transcriptomics in human acute and chronic wounds

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Zhuang-Bio/scRNA_STseq_human_wounds_paper_scripts

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Spatiotemporal Dynamics of Skin Wound Healing

This repository contains the data processing and analysis scripts for our single-cell RNA-seq and Spatial transcript (ST-seq) of skin wound healing study leaded by Liu et al..

Repository Contents

  • 01-scRNAseq Acute Wounds contains scripts and notebooks used for running CellRanger, Removing Doublets, Seurat, cell-cell crosstalk analysis, subclustering analysis of acute wounds, and Milo cell abundance analysis.
  • 02-STseq Acute Wounds contains scripts used for running SpaceRanger, standard seurat analysis and plotting, and preparation for deconvolution.
  • 03-Deconvolution contains scripts and notebooks used for running the deconvolution analysis of spatial data and bulk RNA-seq data based on the cell type signatures in scRNA-seq.
  • 04-Data Integration contains scripts and notebooks used for integrating scRNA-seq datasets from different sources. e.g. healthy adult skin scRNA-seq, diabetic foot ulcer scRNA-seq, venous ulcer scRNA-seq, and acute wound scRNA-seq.
  • 05-Cross species analysis contains scripts used for corss-species comparison of human and mouse wound healing.
  • Rshiny scwoundatlas contains scripts used for creating RShiny visualization tool in our website.
  • custom functions contains scripts used for common functions.
  • scripts reproduce figures contains scripts used for reproducing figures in our manuscript.

Data Available

Web portal (Rshiny tool)

Processed data can be accessed on our web portal at https://www.xulandenlab.com/tools [Not publicly available right now]

Raw sequencing data

Raw requencing data for this study will be deposited in GEO: https://www.ncbi.nlm.nih.gov/geo/. Please keep an eye on our manuscript.

Contact and collaboration

Feel free to post an issue in this repository or contact by email zhuang.liu[at]ki.se or ning.xu[at]ki.se if you have any questions.

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Comprehensive analysis of single cell RNAseq and spatial transcriptomics in human acute and chronic wounds

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